Blaize AI's new NeoTensr order is large relative to its size and supports its growth forecast. The order should bring about $50M over the next year, against a roughly $300M market cap and $39M of trailing revenue. Blaize forecasts 242% sales growth in 2026, launches an AI services platform in Q2 and targets 30-35% gross margins by Q4 2026, with longer-term potential above 55%. It is still burning cash and not EBITDA positive. The stock broke out with bullish technicals. x.com 

Ambarella is a high-conviction Buy over 2-3 years as a physical AI and edge robotics platform Wall Street still prices like a legacy camera-chip maker. Its 5nm and 2nm chips carry ASPs well above today's $15, and an $800M+ Hanwha deal over 10+ years adds a baseline near 20% of current scale. Near term there is little reason to get involved before clearer strength: inventory days jumped from 99 to 145, free cash flow was -$29.6M, and the CEO warned DRAM prices may delay Q2 rollouts. x.com  x.com  … Show more

Penguin Solutions should beat earnings by turning memory it stockpiled cheaply into expensive CXL systems after insane memory price increases. Its memory business grew 63% last quarter, and it spent $109.2M of cash on inventory in Q2. On June 1 it guided FY2026 sales and EPS to the high end of its ranges, and AI infrastructure demand, especially for local models, should be insane in H2. Rosenblatt raised its target to $75. With a 26.3% implied move, a beat looks about 60% likely. x.com  x.com 

Phison is still growing very fast, and margin expansion should follow. Its latest monthly sales showed only a small month-on-month gain, common across Taiwan after a one-time growth rerating, but that is still about 50% annualized month-on-month growth on top of 376.5% year-on-year. It remains a strangely positioned company. x.com 

Super Micro's roughly 70% share of direct liquid cooling makes it essential AI plumbing, which the market is not pricing amid its scandals. Blackwell racks run over 100kW, too dense for air cooling, so every hyperscaler scaling inference needs DLC hardware. Q2 FY26 revenue rose 123% to $12.68B and FY26 guidance is at least $40B, yet it trades near 7x forward earnings versus 23x+ for peers. Cleaner governance could rerate it to $40-50; if the co-founder's indictment spreads, 30-50% downside. … Show more

Ambarella is the purest profitable way to own the second AI buildout, inference inside cameras, drones and cars, which the market barely prices. Edge AI is 80% of revenue, which grew 37% to $390.7 million. At the power-limited edge, its chips deliver about 5x a GPU's performance per watt, a moat Nvidia cannot follow. It trades at about 6x EV/sales with 60% gross margins, but 80x-plus earnings because profit is reinvested. Growth may slow to 10-15% next year; the risk is price, not business. … Show more

Akamai is an overlooked AI inference play because its 4,400 points of presence already have power contracts while power is the bottleneck. Seen as a legacy CDN, Akamai can quickly install Nvidia workstation-level GPUs across that network, offering low-latency edge compute cheaper than hyperscalers and suited to enterprise agentic workflows. CDN pricing is also rising as Limelight/Edgio, Lumen and Stackpath exit, yet the stock trades at 12.5 times forward EPS amid a compute shortage. x.com  x.com  … Show more

Astera Labs is the next potential 10x long-term play for a young investor with high risk tolerance, as a leader in AI infrastructure connectivity whose semiconductor solutions power hyperscalers' rack-scale systems. x.com 

Cerebras's share price already assumes years of flawless execution, so investors can be right about the company long term and still lose money. Two customers make up 86% of revenue, it posted a $146 million operating loss in 2025, its GAAP profit came from accounting gains, and it trades at 111x revenue. The wafer-scale technology, 15x faster AI inference and $20B+ OpenAI compute deal make the bull case real, but the price leaves no margin for early-stage setbacks. x.com